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Dean Brand's Projects

argentum_hackathon2024 icon argentum_hackathon2024

A repository containing all code produced and pipeline used in the Stellenbosch University School of Data Science and Computational Thinking Standard Bank Lab Hackathon 2024 focussed on pothole fixing with AI.

hex-arch icon hex-arch

A basic application built on the hexagonal architecture in Go.

ibm-deeplearningcourse icon ibm-deeplearningcourse

A notebook applying the techniques of the IBM deep learning course on a dataset of traffic signs in the attempt to train a model to classify the signs as accurately as possible.

qsnn icon qsnn

Quantum Spiking Neural Networks using Quantum Leaky Integrate-and-Fire neurons. Fully connected NNs and CNNs shown on MNIST, FashionMNIST, and Kuzushiji-MNIST datasets.

variationalquantumclassifier icon variationalquantumclassifier

An implementation of two data encoding schemes to test their relative performances in a variational quantum classifier on a mock dataset.

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